I believe it is caused because the Steam API does not filter them properly, so you have to do it yourself with some of them, specially Game of the year Editions, Complete Editions, etc. Also, you should keep your profile synced and up to date.
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Last few days i started seeing already owned games with possible entering to them. Profile setuped to not shows them, but seems it not worked propertly. Mostly it the returning free games from blocklist.
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